Hourglass 3D CNN for Stereo Disparity Estimation for Mobile Robots

Stereo cameras allow mobile robots to perceive depth in their surroundings by capturing two separate images from slightly different perspectives. This is necessary for tasks such as obstacle avoidance, navigation, and spatial mapping. By utilizing a convolutional neural network (CNN), existing works...

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Bibliographic Details
Main Authors: Thai La, Linh Tao, Chanh Minh Tran, Tho Nguyen Duc, Eiji Kamioka, Phan Xuan Tan
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/19/10677